Jingyuan Qi

According to our database, Jingyuan Qi authored at least 16 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Crypto-Ransomware and Their Defenses: In-Depth Behavioral Characterization, Discussion of Deployability, and New Insights.

Wenjia Song, Sanjula Karanam, Ya Xiao, Jingyuan Qi, Nathan Dautenhahn, Na Meng, Elena Ferrari, Danfeng Yao

ACM Comput. Surv., July, 2026

EigenData: A Self-Evolving Multi-Agent Platform for Function-Calling Data Synthesis, Auditing, and Repair.

Jiaao Chen, Jingyuan Qi, Mingye Gao, Wei-Chen Wang, Hanrui Wang, Di Jin

CoRR, March, 2026

2025

From Solving to Verifying: A Unified Objective for Robust Reasoning in LLMs.

Xiaoxuan Wang, Bo Liu, Song Jiang, Jingzhou Liu, Jingyuan Qi, Xia Chen, Baosheng He

CoRR, November, 2025

Data Value in the Age of Scaling: Understanding LLM Scaling Dynamics Under Real-Synthetic Data Mixtures.

Haohui Wang, Jingyuan Qi, Jianpeng Chen, Jun Wu, Lifu Huang, Lecheng Zheng, Kevin Choi, Balaji Veeramani, Edward Bowen, Alison Hu, Tyler Cody, Dawei Zhou

CoRR, November, 2025

AR-RAG: Autoregressive Retrieval Augmentation for Image Generation.

Jingyuan Qi, Zhiyang Xu, Qifan Wang, Lifu Huang

CoRR, June, 2025

MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design.

Jingyuan Qi, Zian Jia, Minqian Liu, Wangzhi Zhan, Junkai Zhang, Xiaofei Wen, Jingru Gan, Jianpeng Chen, Qin Liu, Mingyu Derek Ma, Bangzheng Li, Haohui Wang, Adithya Kulkarni, Muhao Chen, Dawei Zhou, Ling Li, Wei Wang, Lifu Huang

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

MetamatBench: Integrating Heterogeneous Data, Computational Tools, and Visual Interface for Metamaterial Discovery.

Jianpeng Chen, Wangzhi Zhan, Haohui Wang, Zian Jia, Jingru Gan, Junkai Zhang, Jingyuan Qi, Tingwei Chen, Lifu Huang, Muhao Chen, Ling Li, Wei Wang, Dawei Zhou

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

2024

RoRA-VLM: Robust Retrieval-Augmented Vision Language Models.

Jingyuan Qi, Zhiyang Xu, Rulin Shao, Yang Chen, Di Jin, Yu Cheng, Qifan Wang, Lifu Huang

CoRR, 2024

Towards Effective Long Conversation Generation with Dynamic Topic Tracking and Recommendation.

Trevor Ashby, Adithya Kulkarni, Jingyuan Qi, Minqian Liu, Eunah Cho, Vaibhav Kumar, Lifu Huang

Proceedings of the 17th International Natural Language Generation Conference, 2024

MULTISCRIPT: Multimodal Script Learning for Supporting Open Domain Everyday Tasks.

Jingyuan Qi, Minqian Liu, Ying Shen, Zhiyang Xu, Lifu Huang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Specializing Neural Networks for Cryptographic Code Completion Applications.

Ya Xiao, Wenjia Song, Jingyuan Qi, Bimal Viswanath, Patrick D. McDaniel, Danfeng Yao

IEEE Trans. Software Eng., June, 2023

Crypto-ransomware Detection through Quantitative API-based Behavioral Profiling.

Wenjia Song, Sanjula Karanam, Ya Xiao, Jingyuan Qi, Nathan Dautenhahn, Na Meng, Danfeng Yao

CoRR, 2023

The Art of SOCRATIC QUESTIONING: Zero-shot Multimodal Reasoning with Recursive Thinking and Self-Questioning.

Jingyuan Qi, Zhiyang Xu, Ying Shen, Minqian Liu, Di Jin, Qifan Wang, Lifu Huang

CoRR, 2023

The Art of SOCRATIC QUESTIONING: Recursive Thinking with Large Language Models.

Jingyuan Qi, Zhiyang Xu, Ying Shen, Minqian Liu, Di Jin, Qifan Wang, Lifu Huang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2021

A Deep-Learning Framework for Improving COVID-19 CT Image Quality and Diagnostic Accuracy.

Garvit Goel, Jingyuan Qi, Wu-chun Feng, Guohua Cao

CoRR, 2021

ComputeCOVID19+: Accelerating COVID-19 Diagnosis and Monitoring via High-Performance Deep Learning on CT Images.

Garvit Goel, Atharva Gondhalekar, Jingyuan Qi, Zhicheng Zhang, Guohua Cao, Wu-Chun Feng

Proceedings of the ICPP 2021: 50th International Conference on Parallel Processing, Lemont, IL, USA, August 9, 2021